Quotr.ai vs Togal.AI: Which AI Takeoff Platform Is Better for Contractors in 2026?
Quick answer
If your team’s only bottleneck is measuring drawings, Togal.AI is a strong, mature AI takeoff tool and a fair choice. If you want the work after the takeoff handled too, pricing the estimate, preparing the bid, and buying the material, Quotr.ai is the better fit, because takeoff, estimating, and procurement live in one platform instead of three.
Here’s the one-line version:
Togal.AI makes the takeoff faster. Quotr.ai carries that takeoff through to a priced estimate, a bid, and a material order.
For context on the Quotr.ai side: contractors using Quotr.ai cut takeoff time by up to 80% (roughly 20 hours down to one or two on a typical set), Quotr.ai’s AI takeoff benchmarks 95 to 99% accuracy on clean vector PDFs internally, and estimates run through the platform now represent over $1.2 billion in cumulative construction value. Togal is the better-known name in pure takeoff and has a longer track record in architectural and interior-finish scopes. The rest of this page is the honest version of when each one wins.
Quotr.ai vs Togal.AI at a glance
| Quotr.ai | Togal.AI | |
|---|---|---|
| Best for | Takeoff → estimate → bid → procurement in one platform | Fast, mature AI takeoff |
| AI auto-takeoff | Yes (counts, lengths, areas from PDF/image plans) | Yes (detect, measure, count, compare, label) |
| Takeoff accuracy | 95–99% on clean vector PDFs (Quotr.ai internal benchmarking), with confidence scores | High on clean architectural/area drawings; a category leader in auto-detection |
| Ask-the-plans AI chat | Yes — AI Agent reads the full plan set; answers cited to the exact sheet | Has AI chat/prompts (focused on the takeoff) |
| Estimating | Built in (priced line items, your cost data or a database) | Available, but the product centers on takeoff |
| Bidding | Built in | Supported via faster takeoff |
| Procurement | Built in (factory-direct, supplier quote comparison) | Not a core feature |
| Done-for-you option | Yes (Quotr.ai Service: estimator-delivered takeoffs, estimates, pro formas) | No |
| Pricing (2026) | Lite 79/seat/mo;Plus299/seat/mo; Enterprise custom; 7-day free trial | Growth $299/user/mo, billed yearly; custom Business plan (4+ users) |
| Maturity | Newer entrant (founded 2024), shipping fast | Longer track record, large-firm adoption |
| Good to know | Cloud, per-seat (no perpetual license) | Strongest on rooms/areas/finishes; procurement lives in other systems |
Pricing checked October 2026 (Togal pricing, Quotr.ai pricing). Confirm current before you rely on it.
The real difference: a takeoff tool vs a preconstruction workflow
Both platforms use AI, both read drawings, and both produce a quantity takeoff. The difference is how much of the job they own after that.
A takeoff tells you what is on the drawing. It doesn’t tell you what the work costs, which supplier quote to trust, or whether the margin survives buyout. Togal is built to answer “how many?” extremely well. Quotr.ai is built to carry that answer forward into “how much?”, “from whom?”, and “what do we order?”
That’s the whole story in one sentence: Togal helps with the drawing; Quotr.ai helps with the decision that comes from the drawing. Which one matters more depends entirely on where your team actually loses time.
Where Togal.AI is the better choice
Togal is a genuinely strong product, and for some teams it’s the right one. Choose Togal if:
- Takeoff is your only bottleneck. You already have estimating and procurement systems you like, and you just want faster, cleaner quantities feeding them.
- Your work is finish-trade and architectural. Togal is especially mature at detecting rooms, areas, and wall/surface counts, which makes it a common pick for drywall, flooring, and paint estimators.
- You want a proven, widely adopted name. Togal has a longer track record and a large installed base, including bigger estimating shops.
- You want deep auto-detection and comparison tools for spaces and plan features, which is the category Togal has focused on from the start. If that’s your situation, Togal does its job well, and bolting a broader workflow onto it may be more than you need.
Where Quotr.ai is the better choice
Quotr.ai is the stronger fit when measurement is only part of the problem. Choose Quotr.ai if:
- You want one connected path from PDF plans to priced estimate to bid to procurement, instead of re-keying between a takeoff tool, a spreadsheet, and supplier phone calls.
- You bid across trades. Quotr.ai is multi-trade by design and is used across electrical, concrete, drywall, flooring, and HVAC, reading mechanical, electrical, plumbing, and structural sheets, not just room boundaries.
- You want to ask the drawings questions. Quotr.ai’s AI Agent reads the entire plan set, so you can ask in plain language, a count, a dimension, what’s on a given sheet, where a detail lives, and get an answer cited back to the exact sheet instead of hunting through a 60-page set by hand.
- You want procurement in the loop. Quotr.ai connects quantities to supplier quote comparison and factory-direct material sourcing, so the estimate supports the buyout rather than ending at the bid.
- You’d rather hand it off entirely. Quotr.ai Service pairs the software with in-house estimators and returns finished takeoffs, estimates, and pro formas, which Togal does not offer.
- You want published, predictable pricing. Quotr.ai starts at $79/seat per month with a 7-day trial, so a small team can test it on real drawings before committing.
The data behind that
This isn’t just positioning. On real projects:
- Takeoff speed: up to 80% faster, from roughly 20 hours to one or two on a typical set.
- Accuracy: 95 to 99% on clean vector PDFs in Quotr.ai’s internal benchmarking (measured against estimator-verified manual counts on clean vector sheets), with per-item confidence scores so estimators know exactly what to double-check.
- Scale: over $1.2 billion in cumulative construction value estimated through the platform, across residential, multifamily, and commercial work.
- Bid volume: customers report submitting about 40% more bids per month.
- A named example: RL Electric, an electrical subcontractor, replaced manual PDF symbol-counting with Quotr.ai’s AI takeoff so its estimators spend time on bid strategy instead of counting symbols by hand. (Speed, scale, and bid-volume figures are from Quotr.ai’s $4M seed-round announcement; accuracy is from internal benchmarking against manual counts; the customer example is the published RL Electric case study. Confirm current before publishing.)
Feature comparison
| Feature | Quotr.ai | Togal.AI |
|---|---|---|
| PDF/image plan upload | Yes | Yes |
| AI drawing analysis | Yes | Yes |
| Auto quantity takeoff | Yes | Yes |
| Auto-counting and measurement | Yes | Yes (a category strength) |
| Ask-the-plans AI chat (reads full set, cites the sheet) | Yes (Quotr.ai Agent), AI can do the takeoff for you. | Has AI chat/prompts, focused on takeoff |
| Room/area/finish detection | Yes | Yes (especially mature) |
| Multi-trade sheets (MEP, structural) | Yes all trades but, strongest across electrical, HVAC, plumbing, drywall, concrete. | Supports takeoff across trades; strongest on architectural/area scopes |
| Estimate creation | Built in | Available; product centers on takeoff |
| Bid preparation | Built in | Supported via faster takeoff |
| Supplier quote comparison | Yes | Not a core feature |
| Database | Has own database based on zipcode(Can still add your own database) | Not a core feature |
| Takeoff, cost estimating service | Yes (Quotr.ai Service) | No |
| Public pricing | Yes (Lite $79 / Plus $299 / Enterprise) | Yes (Growth $299/user/mo, billed yearly) |
| Free trial | 7-day and demo | Demo-led; check current trial terms |
| Track record | Founded 2024 | Longer, with large-firm adoption |
Pricing, honestly
Both tools publish pricing, so you can compare the sticker directly.
Togal.AI: the Growth plan is $299/month per user, billed yearly, with unlimited automated takeoffs and collaboration features; a custom Business plan covers teams of four or more. (Togal’s regional pages also list a $299.99 month-to-month and a $249.99/user annual-prepaid rate, so confirm the exact plan with their sales team.)
Quotr.ai: Lite is $79/seat per month, Plus is $299/seat per month, and Enterprise is custom, with a 7-day free trial and month-to-month billing. At the entry tier, Quotr.ai is the lower sticker and still includes AI takeoff plus estimating; at the $299 tier the two are level on price, but Quotr.ai’s $299 adds estimating, bidding, and procurement on top of takeoff.
The honest way to read this: if you want takeoff only, compare Togal Growth against Quotr.ai Lite and weigh Togal’s maturity against Quotr.ai’s lower price. If you want the full workflow, Quotr.ai Plus puts estimating and procurement in the same seat you’re already paying for.
Which is better for your role
Subcontractors. If your bottleneck is purely measurement, Togal is a clean, fast option. If the bottleneck is the whole path from plan review to submitted bid, and especially if you want supplier comparison and procurement, Quotr.ai fits better. For growing subs, Quotr.ai’s one-workflow approach (drawings in, estimate out, procurement next) is easier to standardize as you add estimators.
General contractors. Togal helps when the need is faster internal takeoff. Quotr.ai helps when you want consistent estimates, bid-leveling support, and procurement visibility connected to preconstruction. If your honest answer is “we mostly need faster takeoff,” Togal may be enough; if it includes estimating, bidding, and buyout, Quotr.ai is the broader fit.
Developers. Developers usually care about cost certainty, not takeoff speed. Quotr.ai Service is built around that: feasibility estimates, plan-based cost checks, and pro formas delivered by estimators. Togal can still help a developer’s in-house preconstruction team move faster, but the developer’s real question is “can we trust this number before we commit capital?”, and that’s the question Quotr.ai is built to answer.
Honest limitations
Quotr.ai. Quotr.ai is newer than Togal, so it has a shorter public track record and is still expanding integrations. Like all AI takeoff, accuracy is highest on clean vector PDFs; on poor scans or non-standard symbols an estimator reviews the flagged low-confidence items before the bid goes out. It’s a fast first pass you verify, not a hands-off black box. And because pricing is per-seat, there’s no one-time perpetual license.
Togal.AI. Togal is strong at takeoff but focused on it. If your pain is downstream, supplier quote comparison, material cost savings, procurement planning, or margin protection, Togal typically has to be paired with other systems to cover the full path. Buyers who want takeoff-to-procurement in one place should weigh that gap.
Best-for summary
| If your priority is… | Better fit |
|---|---|
| Fast, mature AI takeoff on architectural/finish drawings | Togal.AI |
| Deep auto-detection of rooms, areas, and finishes | Togal.AI |
| Longest track record / large-firm adoption | Togal.AI |
| Lowest entry price for AI takeoff | Quotr.ai (Lite, $79) |
| PDF blueprint → priced estimate in one tool | Quotr.ai |
| Takeoff connected to estimating and bids | Quotr.ai |
| Estimating connected to procurement | Quotr.ai |
| Supplier quote comparison and material sourcing | Quotr.ai |
| Multi-trade (electrical, HVAC, plumbing, structural) | Quotr.ai |
| Done-for-you estimates and pro formas | Quotr.ai |
| Developer-side cost validation | Quotr.ai |
Final recommendation
Choose Togal.AI if your team mainly wants a fast, proven AI takeoff tool, especially for architectural and finish-trade drawings, and you already have estimating and procurement handled elsewhere.
Choose Quotr.ai if you want the whole preconstruction path in one place: AI takeoff, priced estimates, bids, and procurement, with the option to hand the work to Quotr.ai’s estimating desk entirely.
The deciding question is simple: do you need faster takeoff only, or a connected workflow from takeoff to estimate to procurement? If it’s the first, evaluate Togal. If it’s the second, Quotr.ai is the stronger choice.
Want to see the takeoff-to-procurement workflow on your own plans? Start a free trial, explore Quotr.ai Software, or book a demo.
FAQ
Is Quotr.ai better than Togal.AI?
It depends on the job. Quotr.ai is better if you need takeoff, estimating, bidding, and procurement in one workflow. Togal is better if your main priority is fast, mature AI takeoff from construction drawings, especially architectural and finish scopes.
Is Togal.AI only a takeoff tool?
Togal is primarily an AI takeoff platform. Its product centers on detecting, measuring, counting, comparing, and labeling spaces and features from drawings. It’s very good at that, but estimating and procurement typically live in other systems.
Does Togal.AI have public pricing?
Yes. Togal lists a Growth plan at $299/month per user, billed yearly, plus a custom Business plan for teams of four or more. Some regional Togal pages show slightly different monthly and annual-prepaid rates, so confirm with Togal’s sales team.
How much does Quotr.ai cost?
Quotr.ai is $79/seat per month (Lite), $299/seat per month (Plus), and custom (Enterprise), billed month-to-month with a 7-day free trial. Lite includes AI takeoff and estimating; Plus adds bidding and procurement.
How accurate is Quotr.ai’s AI takeoff?
Quotr.ai benchmarks 95 to 99% accuracy on clean vector PDFs internally, with confidence scores flagging which items to review. On poor scans or non-standard symbols, an estimator checks the low-confidence items before the bid goes out.
Can I ask questions about the plans instead of searching the sheets?
Yes. Quotr.ai’s AI Agent reads the whole plan set, so you can ask in plain language, such as a device count, a room dimension, or what’s shown on a given sheet, and get an answer cited back to the exact sheet. It saves hunting through a long set by hand. Togal also offers AI chat prompts, but its focus is the takeoff itself.
Which platform is better for subcontractors?
Togal if you only need faster takeoff. Quotr.ai if you want to turn takeoff quantities into priced estimates, bids, supplier comparisons, and procurement, which is usually the bigger bottleneck for owner-operator and growing subs.
Which platform is better for developers?
Quotr.ai, in most cases. Quotr.ai Service is built around cost validation, feasibility estimates, and pro formas, which is what developers care about. Togal can help an in-house preconstruction team take off drawings faster, but it doesn’t answer the developer’s cost-certainty question directly.
Can Quotr.ai replace Togal.AI?
For teams that want AI native takeoff that has a chat agent that can help you plus estimating and procurement, yes. For teams that only want a dedicated, mature takeoff tool, Togal is still worth evaluating on its own merits.
About the author
By Xian Li, Cost Estimator at Quotr.ai. Xian estimates real construction projects on the platform day to day. This comparison is written through an estimator’s lens: not which tool has the longest feature list, but which one actually helps a team bid faster and buy smarter.
Sources
- Togal.AI pricing, Togal official pricing page (checked Oct 2026)
- Quotr.ai pricing, Quotr.ai pricing page (checked Oct 2026)
